Shixuan (Wayne) Li's repositories
Computational-Analysis-For-Social-Science
Dictionary learning and semantic analysis for social science journals with data provided by Jstor. Work used to understand research focus and collect (by summary generation) comment attitudes towards history events.
MusicClassificationDL
Music recommendation system using collaborative filtering with lyrics and sound wave information. SP19 CS 182. Prof. John Canny. Final Project
SphericalGMM
3D point cloud classification by generating GMM "distribution energy field" from the point set, and "receive" the energy with spherical shells.
CalFit-React-Native
CalFit App based on React Native
CalFit_Mobile
CalFit App - Healthcare Behavioral Analysis System
DeepLearning-500-questions
深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系scutjy2015@163.com 版权所有，违权必究 Tan 2018.06
LanguageModel
CS 182 - Spring 2019: Assignment 3
maskrcnn-benchmark
Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.
CalFit_Web_Prev_Version
The website end (old version, current versions are private) of a hybrid App for research experiment data collection and testing. Incorporate predictive model (with input as user's daily steps and outputs best-fit step goals) into iOS and Android mobile application.
WriterIdentifier
Writer identification system written in Python